SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–700 of 1192 papers

TitleStatusHype
WalkingTime: Dynamic Graph Embedding Using Temporal-Topological Flows—0
Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning—0
Temporal Knowledge Graph Embedding based on Multivariate Gaussian Process—0
Translating Embeddings in Document for Modeling Multi-relational Graphs—0
Mixture-of-Graphs: Zero-shot Relational Learning for Knowledge Graph by Fusing Ontology and Textual Experts—0
Sequence-to-Sequence Knowledge Graph Completion and Question Answering—0
Efficient Hyper-parameter Search for Knowledge Graph Embedding—0
ReadE: Learning Relation-Dependent Entity Representation for Knowledge Graph Completion—0
STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation—0
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning—0
Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction—0
UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference—0
EventKE: Event-Enhanced Knowledge Graph Embedding—0
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge GraphCode0
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction—0
Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation—0
Graph Embedding with Hierarchical Attentive Membership—0
Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings—0
GenURL: A General Framework for Unsupervised Representation Learning—0
Unbiased Graph Embedding with Biased Graph Observations—0
Degree-Based Random Walk Approach for Graph Embedding—0
SGEN: Single-cell Sequencing Graph Self-supervised Embedding Network—0
Residual2Vec: Debiasing graph embedding with random graphsCode0
Scalable Graph Embedding LearningOn A Single GPU—0
Fast Attributed Graph Embedding via Density of StatesCode0
Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task—0
Is There More Pattern in Knowledge Graph? Exploring Proximity Pattern for Knowledge Graph Embedding—0
Why does Negative Sampling not Work Well? Analysis of Convexity in Negative Sampling—0
GARNET: A Spectral Approach to Robust and Scalable Graph Neural Networks—0
Graph Similarities and Dual Approach for Sequential Text-to-Image Retrieval—0
Scalable Hierarchical Embeddings of Complex Networks—0
Explaining Knowledge Graph Embedding via Latent Rule Learning—0
Convolutional Networks on Enhanced Message-Passing Graph Improve Semi-Supervised Classification with Few Labels—0
MULTI-LEVEL APPROACH TO ACCURATE AND SCALABLE HYPERGRAPH EMBEDDING—0
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal GraphsCode0
Extracting Attentive Social Temporal Excitation for Sequential Recommendation—0
DemiNet: Dependency-Aware Multi-Interest Network with Self-Supervised Graph Learning for Click-Through Rate Prediction—0
Recommender systems based on graph embedding techniques: A comprehensive reviewCode0
Network representation learning systematic review: ancestors and current development state—0
Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization—0
Learning grounded word meaning representations on similarity graphsCode0
Heterogeneous Graph Neural Network with Multi-view Representation Learning—0
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding—0
An FEA surrogate model with Boundary Oriented Graph Embedding approachCode0
Integrating Transductive And Inductive Embeddings Improves Link Prediction Accuracy—0
Data-driven Smart Ponzi Scheme Detection—0
Twitter User Representation Using Weakly Supervised Graph EmbeddingCode0
Blockchain Phishing Scam Detection via Multi-channel Graph Classification—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified